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Federated learning and Data Lakehouse for healthcare analytics: a knowledge transfer initiative between Germany and Tunisia.

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Title: Federated learning and Data Lakehouse for healthcare analytics: a knowledge transfer initiative between Germany and Tunisia.
Authors: Taieb MAH; Data Engineering and Semantics Research Unit, Faculty of Sciences of Sfax, University of Sfax, Sfax, Tunisia., Merdassi M; Data Engineering and Semantics Research Unit, Faculty of Sciences of Sfax, University of Sfax, Sfax, Tunisia., Tlili A; Data Engineering and Semantics Research Unit, Faculty of Sciences of Sfax, University of Sfax, Sfax, Tunisia., Bouri MA; Data Engineering and Semantics Research Unit, Faculty of Sciences of Sfax, University of Sfax, Sfax, Tunisia., Abdallah MB; Data Engineering and Semantics Research Unit, Faculty of Sciences of Sfax, University of Sfax, Sfax, Tunisia., Gnuito D; Data Engineering and Semantics Research Unit, Faculty of Sciences of Sfax, University of Sfax, Sfax, Tunisia., Turki H; Data Engineering and Semantics Research Unit, Faculty of Sciences of Sfax, University of Sfax, Sfax, Tunisia., Kammoun MH; Data Engineering and Semantics Research Unit, Faculty of Sciences of Sfax, University of Sfax, Sfax, Tunisia., Ouerda Z; Data Engineering and Semantics Research Unit, Faculty of Sciences of Sfax, University of Sfax, Sfax, Tunisia., Jaberansary M; Institute for Biomedical Informatics, University of Cologne, Medical Faculty and University Hospital Cologne, Cologne, Germany., Schultz B; Institute for Biomedical Informatics, University of Cologne, Medical Faculty and University Hospital Cologne, Cologne, Germany., Tang FK; Institute for Biomedical Informatics, University of Cologne, Medical Faculty and University Hospital Cologne, Cologne, Germany., Koumpis A; Institute for Biomedical Informatics, University of Cologne, Medical Faculty and University Hospital Cologne, Cologne, Germany., Aouicha MB; Data Engineering and Semantics Research Unit, Faculty of Sciences of Sfax, University of Sfax, Sfax, Tunisia., Beyan O; Institute for Biomedical Informatics, University of Cologne, Medical Faculty and University Hospital Cologne, Cologne, Germany.
Source: Frontiers in medicine [Front Med (Lausanne)] 2026 Apr 21; Vol. 13, pp. 1759016. Date of Electronic Publication: 2026 Apr 21 (Print Publication: 2026).
Publication Type: Journal Article
Journal Info: Publisher: Frontiers Media S.A Country of Publication: Switzerland NLM ID: 101648047 Publication Model: eCollection Cited Medium: Print ISSN: 2296-858X (Print) Linking ISSN: 2296858X NLM ISO Abbreviation: Front Med (Lausanne) Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Federated learning and Data Lakehouse for healthcare analytics: a knowledge transfer initiative between Germany and Tunisia.
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